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"au:"Lingzhou Xue"" — arXiv2 Search
Showing 1–6 of 6 results
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Feb 23, 2026
Gap-Dependent Bounds for Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation
Oct 8, 2025
Q-Learning with Fine-Grained Gap-Dependent Regret
Jun 5, 2025
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
Feb 5, 2025
Gap-Dependent Bounds for Federated $Q$-learning
Oct 10, 2024
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
May 29, 2024
Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost